claude

claude-token-reducer

Open-source local-first token reduction plugin for Claude Code with BM25 + vector hybrid retrieval, reranking, AST chunking, and compressed context packets.

52 on GitHubby Madhan230205v1.4.0MITupdated 6 months ago
/

Plugin claude-token-reducer from marketplace Madhan230205-claude-token-reducer in Madhan230205/token-reducer. Commands read from the repo's manifest — 1 month ago.

This plugin runs code on your machine — its hooks fire automatically on events like tool use and it starts local MCP servers. The exact commands are listed below; read them before installing.

What it installs

Skills (1)

  • token-reducer

    Use this skill whenever the user needs to reduce context bloat, lower token usage, summarize large code/docs corpora, run FTS plus embeddings retrieval, rerank top chunks, and produce compact context packets before implementation work. Also trigger when users say context is too long, reduce tokens,

Slash commands (1)

  • /claude-token-reducer:token-reducer

    Build a compact context packet with preprocess, BM25-ranked FTS retrieval, adaptive vector fallback, reranked top-K chunks (default 3 from settings), relevance-floor filtering, and compression.

Subagents (4)

  • context-compressor

    Compresses top retrieval chunks into citation-rich summary packets that preserve intent while cutting token usage.

  • hybrid-retriever

    Runs hybrid retrieval with strict FTS-first policy, BM25 lexical ranking, vector merge, and top 3-5 reranking for token-efficient context selection.

  • noise-chunker

    Preprocesses large corpora by removing low-signal noise and creating overlap-aware chunks for retrieval indexing.

  • se-ops-delegate

    Delegates software engineering operations to focused subagents using compressed context packets to keep the main conversation lean.

MCP servers (1)

  • context7

    runs: npx -y @upstash/context7-mcp

Hooks (1)

  • UserPromptSubmit

    python ${CLAUDE_PLUGIN_ROOT}/hooks/userprompt_guard.py

View source on GitHub

Similar plugins

harness

claude

에이전트 팀 & 스킬 아키텍트 v2. 도메인/프로젝트에 맞는 하네스를 구성하고, 전문 에이전트를 정의하며, 에이전트가 사용할 스킬을 생성하는 메타 스킬. 워크플로우 오케스트레이션 · 퍼시스턴트 에이전트 협업 · 서브에이전트 위임 3중 실행 모드 지원.

2 skills

revfactory/harness 9,355

octo

claudecodex

v11.23.0 - UberLLM seats, isolated presets and accurate run results. 31 personas, 56 commands, 64 skills. Run /octo:setup.

71 skills · 56 commands · hooks

nyldn/claude-octopus 4,439

ultracost

claude

Per-stage model routing + pre-flight cost gate for Claude Code ultracode dynamic workflows. Pins an explicit model + effort on every agent() subagent stage, estimates cost before launch, and ships a static guard + PreToolUse gate that flag stages which would silently inherit the session's Opus model. Zero dependencies, no telemetry, MIT.

1 skill · 12 commands · hooks

davepoon/buildwithclaude 3,741

hyperflow

claude

Point it at a GitHub issue and get back a reviewed pull request. Hyperflow turns one AI coding session into a structured engineering pipeline: plan sharpens and decomposes the work, dispatch fans out parallel workers, and a domain specialist reviews every step — nothing ships unreviewed. 18 skills, 22 specialist reviewer and investigator agents, adaptive depth so a 5-line fix never triggers a deep run, and persistent per-project memory that lives in your repo and never leaves it. Runs on whatever model your session already uses — zero config, no API keys, no daemon. Works across Claude Code, Codex App/CLI, OpenCode, Grok, Antigravity, and Cursor.

18 skills · 23 agents · hooks

jeremylongshore/tons-of-skills-marketplace 2,917

capcut-cli

claude

Edit CapCut and JianYing (剪映) projects from Claude Code — subtitles and SRT/ASS import, timing, speed, volume, keyframes, masks, filters and effects, templates, lint --fix, render previews, and cutting long-form to shorts.

1 skill · hooks

renezander030/capcut-cli 1,179

goalbuddy

claudecodex

GoalBuddy: turn broad work into pressured /goal runs with oracles, local boards, receipts, and verification.

1 skill · 1 command · 3 agents

tolimarchuk/goalbuddy 828

Maintain claude-token-reducer?

This page updates itself from your repo. Add the badge to your README, or get it Featured to pin it above the organic results with a followed link to your site.

claude & codex pluginslisted